DataRobot > 实例探究 > 课堂上的 DataRobot

课堂上的 DataRobot

公司规模

Large Corporate

地区

America

国家

Canada

产品

DataRobot Enterprise AI

技术栈

RStudio

实施规模

Departmental Deployment

影响指标

Digital Expertise
Innovation Output

技术

分析与建模 - 机器学习

适用行业

教育

适用功能

产品研发

用例

预测性维护

服务

培训

关于客户

本案例研究中的客户是加拿大皇后大学史密斯商学院。该学院成立于 1919 年，位于安大略省金斯顿，因其创新的商业教育方法而获得国际认可。这包括在人工智能、金融科技、分析、文化多样性、团队动态、社会影响等新兴领域创建开创性的课程。该学院的学生通常是职业人士，他们是分析的消费者，而不是生产者。他们中的许多人是或即将成为分析项目和团队的经理。

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挑战

加拿大皇后大学史密斯商学院以其创新的商业教育方法而闻名，包括在人工智能、金融科技、分析、文化多样性、团队动态、社会影响等新兴领域创建开创性的课程。史密斯商学院管理分析学杰出教授安东·奥夫钦尼科夫教授预测模型、数据科学和机器学习课程。他的学生通常是在职专业人士，他们是分析的消费者，而不是生产者。他们中的许多人已经或即将成为分析项目和团队的经理。作为课程的一部分，安东希望他的学生至少在基础层面上熟悉原始编码，以便充分了解他们试图预测的幕后情况。然而，手动编码过程可能非常耗时且复杂，因此需要更有效的解决方案。

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解决方案

Anton 向他的学生介绍了 DataRobot 的自动化机器学习平台。该平台用于 Scholastic 旅游公司的留存建模案例研究，这是一项专注于预测客户流失的留存建模练习。经过一周的案例作业，通过手动编码预测模型，学生们了解到 DataRobot 和自动化如何成为解决方案。然后，学生们可以在有限的时间内访问 DataRobot 平台进行试用。据 Anton 说，他们中的许多人发现自动化机器学习非常有价值，以至于他们开始在公司进行商业评估。该解决方案不仅让学生对自动化 AI 应用程序有了实际的了解，还为他们未来的职业生涯提供了宝贵的工具。

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运营影响

The students were able to understand the practical application of automated AI.
The students gained hands-on experience with a leading automated machine learning platform.
The students were able to see the efficiency and accuracy of automated machine learning in action.
The students were able to apply their theoretical knowledge to a practical problem.
The students were equipped with a valuable tool for their future careers.

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